AI Engineering:
Building AI Applications Fundamentals
A 4-week intensive online course to take you from zero to building production-ready AI applications. Live sessions, hands-on projects, and personalized support.
Looking for corporate training? We offer customized AI & Automation training programs for teams.
What You'll Learn
LLM Foundations & Structured Data Extraction
Understand how LLMs work, master API usage, and extract structured data from documents using validation frameworks.
AI Evals & Observability
Build evaluation pipelines, implement observability and tracing, and debug AI applications in development and production.
RAG & Information Retrieval
Build complete RAG systems with semantic search, vector databases, chunking strategies, and context engineering.
Building AI Agents
Design and implement autonomous AI agents with tool use, planning, and multi-step reasoning capabilities.
Multimodal & Agentic Retrieval
Work with images, documents, and multi-modal data. Build agentic retrieval systems that go beyond basic search.
Fine-Tuning & Production
Learn when and how to fine-tune models, and ship AI applications to production with confidence.
Curriculum
Week 1 — Foundations & Structured Data
Session 1
Foundations of AI Software and Evaluation-Driven Development
Session 2
APIs and Structured Data Extraction
+ 2 office hours sessions for Q&A and hands-on support
Week 2 — Embeddings, RAG & Search
Session 3
Embeddings, Vector Databases and Semantic Search
Session 4
Chunking, RAG Pipelines and Hybrid Search
+ 2 office hours sessions for Q&A and hands-on support
Week 3 — Evals, Observability & AI Agents
Session 5
AI Evals, Observability and Debugging
Session 6
Building AI Agents and Workflow Orchestration
+ 2 office hours sessions for Q&A and hands-on support
Week 4 — Advanced Topics & Demo Day
Session 7
Advanced RAG and Agentic Retrieval
Session 8
Memory, Guardrails and Production LLM Applications
Session 9 — Demo Day
Present your final project to the cohort and receive feedback
+ 2 office hours sessions for Q&A and hands-on support
How It Works
Live Sessions
2 live sessions per week with coding walkthroughs and real examples
Office Hours
2 support sessions per week to unblock issues and get personalized help
Hands-on Project
Build a real AI application progressively throughout the course
Small Cohort
Max 20 students for personalized attention and meaningful interaction
Who Is This For
Software developers who want to integrate AI into their applications
Data scientists transitioning into AI engineering roles
Backend/full-stack engineers building AI-powered products
Technical leads evaluating how to adopt AI in their stack
Prerequisites: Programming experience (ideally Python), familiarity with REST APIs and JSON.
Schedule
Start Date
Monday, April 27, 2026
6:00 PM Colombia time (COT / UTC-5)
Duration
~5 weeks
9 class sessions + 8 office hours
Live Class Sessions
Mondays & Wednesdays
6:00 PM — 7:30 PM COT (UTC-5)
Office Hours
Tuesdays & Thursdays
6:30 PM — 7:30 PM COT (UTC-5)
Pricing
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Regular Price
$400
USD per person
Full access to all 9 live sessions, 8 office hours, materials, and the course community.
Or have questions? Register your interestBoth plans include: all 9 live course sessions, 8 office hours sessions, course materials, recordings, and access to the course community.
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Fill out the form below and we'll reach out with next steps, including cohort dates and payment details.
Have Questions?
Reach out and we'll help you decide if this course is the right fit for you.